Overview

Brought to you by YData

Dataset statistics

Number of variables	38
Number of observations	228707
Missing cells	715195
Missing cells (%)	8.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	66.3 MiB
Average record size in memory	304.0 B

Variable types

Categorical	16
Numeric	11
Text	8
DateTime	1
Boolean	2

Alerts

`anio` has constant value "2024"	Constant
`iny_co2` has constant value "0.0"	Constant
`vida_util` has constant value "0.0"	Constant
`rectificado` has constant value "False"	Constant
`habilitado` has constant value "True"	Constant
`clasificacion` is highly overall correlated with `subclasificacion`	High correlation
`cuenca` is highly overall correlated with `empresa` and 2 other fields	High correlation
`empresa` is highly overall correlated with `cuenca` and 4 other fields	High correlation
`fecha_data` is highly overall correlated with `mes`	High correlation
`idempresa` is highly overall correlated with `cuenca` and 4 other fields	High correlation
`idusuario` is highly overall correlated with `empresa` and 1 other fields	High correlation
`iny_agua` is highly overall correlated with `sub_tipo_recurso`	High correlation
`iny_otro` is highly overall correlated with `sub_tipo_recurso`	High correlation
`mes` is highly overall correlated with `fecha_data`	High correlation
`provincia` is highly overall correlated with `cuenca` and 2 other fields	High correlation
`proyecto` is highly overall correlated with `sub_tipo_recurso`	High correlation
`sub_tipo_recurso` is highly overall correlated with `empresa` and 6 other fields	High correlation
`subclasificacion` is highly overall correlated with `clasificacion`	High correlation
`tipo_de_recurso` is highly overall correlated with `sub_tipo_recurso`	High correlation
`tipopozo` is highly overall correlated with `sub_tipo_recurso`	High correlation
`tipoestado` is highly imbalanced (96.5%)	Imbalance
`tipopozo` is highly imbalanced (73.6%)	Imbalance
`tipo_de_recurso` is highly imbalanced (73.1%)	Imbalance
`proyecto` is highly imbalanced (79.6%)	Imbalance
`clasificacion` is highly imbalanced (87.1%)	Imbalance
`subclasificacion` is highly imbalanced (81.5%)	Imbalance
`vida_util` has 228704 (> 99.9%) missing values	Missing
`observaciones` has 218151 (95.4%) missing values	Missing
`clasificacion` has 33651 (14.7%) missing values	Missing
`subclasificacion` has 33651 (14.7%) missing values	Missing
`sub_tipo_recurso` has 200650 (87.7%) missing values	Missing
`prod_gas` is highly skewed (γ1 = 30.07153205)	Skewed
`iny_agua` is highly skewed (γ1 = 205.7757769)	Skewed
`iny_gas` is highly skewed (γ1 = 92.31600415)	Skewed
`iny_otro` is highly skewed (γ1 = 148.5224838)	Skewed
`profundidad` is highly skewed (γ1 = 110.5183505)	Skewed
`prod_pet` has 10005 (4.4%) zeros	Zeros
`prod_gas` has 56968 (24.9%) zeros	Zeros
`prod_agua` has 11111 (4.9%) zeros	Zeros
`iny_agua` has 228627 (> 99.9%) zeros	Zeros
`iny_gas` has 228649 (> 99.9%) zeros	Zeros
`iny_otro` has 228687 (> 99.9%) zeros	Zeros
`profundidad` has 14875 (6.5%) zeros	Zeros

Reproduction

Analysis started	2024-11-08 21:38:23.416521
Analysis finished	2024-11-08 21:39:38.119132
Duration	1 minute and 14.7 seconds
Software version	ydata-profiling vv4.12.0
Download configuration	config.json

idempresa
Categorical

High correlation

Distinct	47
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

YPF	106670
PAL	43315
CG1	12619
PLU	9253
PCR	8597
Other values (42)	48253

Length

Max length	4
Median length	3
Mean length	3.0300122
Min length	3

Characters and Unicode

Total characters	692985
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	YPF
2nd row	YPF
3rd row	YPF
4th row	YPF
5th row	YPF

Common Values

Value	Count	Frequency (%)
YPF	106670	46.6%
PAL	43315	18.9%
CG1	12619	5.5%
PLU	9253	4.0%
PCR	8597	3.8%
ACO	6897	3.0%
APS	6373	2.8%
CAP	5583	2.4%
TPT	5124	2.2%
OILS	3808	1.7%
Other values (37)	20468	8.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ypf	106670	46.6%
pal	43315	18.9%
cg1	12619	5.5%
plu	9253	4.0%
pcr	8597	3.8%
aco	6897	3.0%
aps	6373	2.8%
cap	5583	2.4%
tpt	5124	2.2%
oils	3808	1.7%
Other values (37)	20468	8.9%

Most occurring characters

Value	Count	Frequency (%)
P	191954	27.7%
F	106826	15.4%
Y	106670	15.4%
A	68870	9.9%
L	56964	8.2%
C	42996	6.2%
S	16357	2.4%
T	16269	2.3%
G	15891	2.3%
U	12791	1.8%
Other values (14)	57397	8.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	692985	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
P	191954	27.7%
F	106826	15.4%
Y	106670	15.4%
A	68870	9.9%
L	56964	8.2%
C	42996	6.2%
S	16357	2.4%
T	16269	2.3%
G	15891	2.3%
U	12791	1.8%
Other values (14)	57397	8.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	692985	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
P	191954	27.7%
F	106826	15.4%
Y	106670	15.4%
A	68870	9.9%
L	56964	8.2%
C	42996	6.2%
S	16357	2.4%
T	16269	2.3%
G	15891	2.3%
U	12791	1.8%
Other values (14)	57397	8.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	692985	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
P	191954	27.7%
F	106826	15.4%
Y	106670	15.4%
A	68870	9.9%
L	56964	8.2%
C	42996	6.2%
S	16357	2.4%
T	16269	2.3%
G	15891	2.3%
U	12791	1.8%
Other values (14)	57397	8.3%

anio
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

2024	228707

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	914828
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2024
2nd row	2024
3rd row	2024
4th row	2024
5th row	2024

Common Values

Value	Count	Frequency (%)
2024	228707	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2024	228707	100.0%

Most occurring characters

Value	Count	Frequency (%)
2	457414	50.0%
0	228707	25.0%
4	228707	25.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	914828	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	457414	50.0%
0	228707	25.0%
4	228707	25.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	914828	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	457414	50.0%
0	228707	25.0%
4	228707	25.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	914828	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	457414	50.0%
0	228707	25.0%
4	228707	25.0%

mes
Real number (ℝ)

High correlation

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.9847141

Minimum	1
Maximum	9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	5
Q3	7
95-th percentile	9
Maximum	9
Range	8
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.582446
Coefficient of variation (CV)	0.51807304
Kurtosis	-1.2284927
Mean	4.9847141
Median Absolute Deviation (MAD)	2
Skewness	0.010032229
Sum	1140039
Variance	6.6690273
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
5	25618	11.2%
1	25611	11.2%
2	25559	11.2%
4	25554	11.2%
3	25543	11.2%
6	25346	11.1%
9	25341	11.1%
8	25285	11.1%
7	24850	10.9%

Value	Count	Frequency (%)
1	25611	11.2%
2	25559	11.2%
3	25543	11.2%
4	25554	11.2%
5	25618	11.2%
6	25346	11.1%
7	24850	10.9%
8	25285	11.1%
9	25341	11.1%

Value	Count	Frequency (%)
9	25341	11.1%
8	25285	11.1%
7	24850	10.9%
6	25346	11.1%
5	25618	11.2%
4	25554	11.2%
3	25543	11.2%
2	25559	11.2%
1	25611	11.2%

idpozo
Real number (ℝ)

Distinct	27613
Distinct (%)	12.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	117252.95

Minimum	212
Maximum	165693
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	212
5-th percentile	35642
Q1	97898
median	129754
Q3	155503
95-th percentile	163794
Maximum	165693
Range	165481
Interquartile range (IQR)	57605

Descriptive statistics

Standard deviation	43074.146
Coefficient of variation (CV)	0.36736089
Kurtosis	-0.11958806
Mean	117252.95
Median Absolute Deviation (MAD)	28401
Skewness	-0.90514244
Sum	2.6816569 × 10¹⁰
Variance	1.8553821 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
162223	9	< 0.1%
153504	9	< 0.1%
47394	9	< 0.1%
35501	9	< 0.1%
48739	9	< 0.1%
52142	9	< 0.1%
164693	9	< 0.1%
156889	9	< 0.1%
49303	9	< 0.1%
48499	9	< 0.1%
Other values (27603)	228617	> 99.9%

Value	Count	Frequency (%)
212	9	< 0.1%
214	9	< 0.1%
215	9	< 0.1%
216	8	< 0.1%
217	9	< 0.1%
218	9	< 0.1%
219	9	< 0.1%
223	8	< 0.1%
225	9	< 0.1%
226	9	< 0.1%

Value	Count	Frequency (%)
165693	1	< 0.1%
165690	1	< 0.1%
165689	1	< 0.1%
165688	1	< 0.1%
165687	1	< 0.1%
165686	1	< 0.1%
165685	1	< 0.1%
165684	1	< 0.1%
165683	1	< 0.1%
165682	1	< 0.1%

prod_pet
Real number (ℝ)

Zeros

Distinct	120807
Distinct (%)	52.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	132.25339

Minimum	-0.01
Maximum	18034.332
Zeros	10005
Zeros (%)	4.4%
Negative	1
Negative (%)	< 0.1%
Memory size	1.7 MiB

Quantile statistics

Minimum	-0.01
5-th percentile	0.1
Q1	14.54
median	38.03
Q3	85.74
95-th percentile	412.67393
Maximum	18034.332
Range	18034.342
Interquartile range (IQR)	71.2

Descriptive statistics

Standard deviation	470.74405
Coefficient of variation (CV)	3.55941
Kurtosis	143.49178
Mean	132.25339
Median Absolute Deviation (MAD)	29.5
Skewness	10.014431
Sum	30247276
Variance	221599.96
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10005	4.4%
0.03	165	0.1%
0.04	161	0.1%
0.05	126	0.1%
0.06	120	0.1%
0.02	111	< 0.1%
0.29	95	< 0.1%
2.2	82	< 0.1%
0.7	82	< 0.1%
0.14	79	< 0.1%
Other values (120797)	217681	95.2%

Value	Count	Frequency (%)
-0.01	1	< 0.1%
0	10005	4.4%
1.30381 × 10^-6	1	< 0.1%
9 × 10^-6	1	< 0.1%
1.2 × 10^-5	1	< 0.1%
8.8 × 10^-5	1	< 0.1%
9 × 10^-5	1	< 0.1%
9.3 × 10^-5	2	< 0.1%
9.6 × 10^-5	2	< 0.1%
0.000149	1	< 0.1%

Value	Count	Frequency (%)
18034.332	1	< 0.1%
16436.799	1	< 0.1%
14645.788	1	< 0.1%
14528.627	1	< 0.1%
14388.425	1	< 0.1%
14135.351	1	< 0.1%
13986.883	1	< 0.1%
13349.109	1	< 0.1%
13162.499	1	< 0.1%
12247.552	1	< 0.1%

prod_gas
Real number (ℝ)

Skewed Zeros

Distinct	95050
Distinct (%)	41.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	170.22577

Minimum	-0.01
Maximum	85016.22
Zeros	56968
Zeros (%)	24.9%
Negative	1
Negative (%)	< 0.1%
Memory size	1.7 MiB

Quantile statistics

Minimum	-0.01
5-th percentile	0
Q1	0.0002845
median	3.147035
Q3	21.050395
95-th percentile	510.23309
Maximum	85016.22
Range	85016.23
Interquartile range (IQR)	21.050111

Descriptive statistics

Standard deviation	1322.04
Coefficient of variation (CV)	7.7663914
Kurtosis	1368.8368
Mean	170.22577
Median Absolute Deviation (MAD)	3.147035
Skewness	30.071532
Sum	38931826
Variance	1747789.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	56968	24.9%
0.06	537	0.2%
0.37	422	0.2%
0.03	330	0.1%
0.3	329	0.1%
0.38	318	0.1%
0.31	305	0.1%
0.32	261	0.1%
0.01	243	0.1%
0.35	230	0.1%
Other values (95040)	168764	73.8%

Value	Count	Frequency (%)
-0.01	1	< 0.1%
0	56968	24.9%
1 × 10^-6	5	< 0.1%
2 × 10^-6	1	< 0.1%
3 × 10^-6	4	< 0.1%
4 × 10^-6	2	< 0.1%
5 × 10^-6	2	< 0.1%
6 × 10^-6	4	< 0.1%
7 × 10^-6	1	< 0.1%
9 × 10^-6	1	< 0.1%

Value	Count	Frequency (%)
85016.22	1	< 0.1%
78533.96	1	< 0.1%
73944.48	1	< 0.1%
73885.99	1	< 0.1%
73756.24	1	< 0.1%
73581.76	1	< 0.1%
72918.75	1	< 0.1%
72784.8	1	< 0.1%
72715.41	1	< 0.1%
72624.48	1	< 0.1%

prod_agua
Real number (ℝ)

Zeros

Distinct	169553
Distinct (%)	74.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1106.9498

Minimum	-0.51
Maximum	31903.92
Zeros	11111
Zeros (%)	4.9%
Negative	1
Negative (%)	< 0.1%
Memory size	1.7 MiB

Quantile statistics

Minimum	-0.51
5-th percentile	0.01
Q1	34.07042
median	289.05
Q3	1374.572
95-th percentile	4850.328
Maximum	31903.92
Range	31904.43
Interquartile range (IQR)	1340.5016

Descriptive statistics

Standard deviation	1887.1104
Coefficient of variation (CV)	1.7047841
Kurtosis	16.1507
Mean	1106.9498
Median Absolute Deviation (MAD)	286.37
Skewness	3.2959259
Sum	2.5316717 × 10⁸
Variance	3561185.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11111	4.9%
0.01	764	0.3%
0.02	225	0.1%
0.05	163	0.1%
0.04	146	0.1%
0.06	142	0.1%
0.28	129	0.1%
0.13	127	0.1%
0.03	126	0.1%
0.24	120	0.1%
Other values (169543)	215654	94.3%

Value	Count	Frequency (%)
-0.51	1	< 0.1%
0	11111	4.9%
1.9 × 10^-5	1	< 0.1%
0.000288	1	< 0.1%
0.000362	1	< 0.1%
0.00043	1	< 0.1%
0.000522	1	< 0.1%
0.000533	1	< 0.1%
0.000542	1	< 0.1%
0.000565	1	< 0.1%

Value	Count	Frequency (%)
31903.92	1	< 0.1%
25119.22	1	< 0.1%
24615.83	1	< 0.1%
24598.85	1	< 0.1%
24339.52	1	< 0.1%
23733.15	1	< 0.1%
23586.33	1	< 0.1%
23342.15	1	< 0.1%
23234.04	1	< 0.1%
22704.89	1	< 0.1%

iny_agua
Real number (ℝ)

High correlation Skewed Zeros

Distinct	75
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.078986135

Minimum	0
Maximum	3748
Zeros	228627
Zeros (%)	> 99.9%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	3748
Range	3748
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	13.636016
Coefficient of variation (CV)	172.63809
Kurtosis	46029.542
Mean	0.078986135
Median Absolute Deviation (MAD)	0
Skewness	205.77578
Sum	18064.682
Variance	185.94093
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	228627	> 99.9%
1.88	2	< 0.1%
2.73	2	< 0.1%
7.58	2	< 0.1%
1.98	2	< 0.1%
9.81	2	< 0.1%
15.93	2	< 0.1%
5.93	1	< 0.1%
3.2	1	< 0.1%
7.42	1	< 0.1%
Other values (65)	65	< 0.1%

Value	Count	Frequency (%)
0	228627	> 99.9%
6.9 × 10^-5	1	< 0.1%
0.000148	1	< 0.1%
0.000276	1	< 0.1%
0.000414	1	< 0.1%
0.000443	1	< 0.1%
0.00065	1	< 0.1%
0.98	1	< 0.1%
1.36	1	< 0.1%
1.67	1	< 0.1%

Value	Count	Frequency (%)
3748	1	< 0.1%
3054.15	1	< 0.1%
2350	1	< 0.1%
2240	1	< 0.1%
1838	1	< 0.1%
1796	1	< 0.1%
1200	1	< 0.1%
527	1	< 0.1%
400	1	< 0.1%
329.69	1	< 0.1%

iny_gas
Real number (ℝ)

Skewed Zeros

Distinct	57
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.057322032

Minimum	0
Maximum	593.03
Zeros	228649
Zeros (%)	> 99.9%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	593.03
Range	593.03
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.5706784
Coefficient of variation (CV)	79.736853
Kurtosis	9284.6007
Mean	0.057322032
Median Absolute Deviation (MAD)	0
Skewness	92.316004
Sum	13109.95
Variance	20.891101
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	228649	> 99.9%
0.03	2	< 0.1%
0.01	2	< 0.1%
299.76	1	< 0.1%
181.13	1	< 0.1%
292.65	1	< 0.1%
153.64	1	< 0.1%
499.58	1	< 0.1%
279.89	1	< 0.1%
233.82	1	< 0.1%
Other values (47)	47	< 0.1%

Value	Count	Frequency (%)
0	228649	> 99.9%
0.01	2	< 0.1%
0.03	2	< 0.1%
0.17	1	< 0.1%
0.33	1	< 0.1%
0.75	1	< 0.1%
2.8	1	< 0.1%
12.1	1	< 0.1%
18.71	1	< 0.1%
28.8	1	< 0.1%

Value	Count	Frequency (%)
593.03	1	< 0.1%
569.48	1	< 0.1%
555.27	1	< 0.1%
540.18	1	< 0.1%
539.58	1	< 0.1%
499.58	1	< 0.1%
475.72	1	< 0.1%
450.81	1	< 0.1%
434.47	1	< 0.1%
411.67	1	< 0.1%

iny_co2
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

0.0	228707

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	686121
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	228707	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	228707	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	457414	66.7%
.	228707	33.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	686121	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	457414	66.7%
.	228707	33.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	686121	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	457414	66.7%
.	228707	33.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	686121	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	457414	66.7%
.	228707	33.3%

iny_otro
Real number (ℝ)

High correlation Skewed Zeros

Distinct	13
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0013365573

Minimum	0
Maximum	31
Zeros	228687
Zeros (%)	> 99.9%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	31
Range	31
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.16516026
Coefficient of variation (CV)	123.57141
Kurtosis	24313.345
Mean	0.0013365573
Median Absolute Deviation (MAD)	0
Skewness	148.52248
Sum	305.68
Variance	0.027277912
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	228687	> 99.9%
7	5	< 0.1%
13.67	3	< 0.1%
28.5	2	< 0.1%
14.25	2	< 0.1%
31	1	< 0.1%
30	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
15.67	1	< 0.1%
Other values (3)	3	< 0.1%

Value	Count	Frequency (%)
0	228687	> 99.9%
5	1	< 0.1%
6	1	< 0.1%
7	5	< 0.1%
13	1	< 0.1%
13.67	3	< 0.1%
14	1	< 0.1%
14.25	2	< 0.1%
15.67	1	< 0.1%
28.5	2	< 0.1%

Value	Count	Frequency (%)
31	1	< 0.1%
30	1	< 0.1%
29.5	1	< 0.1%
28.5	2	< 0.1%
15.67	1	< 0.1%
14.25	2	< 0.1%
14	1	< 0.1%
13.67	3	< 0.1%
13	1	< 0.1%
7	5	< 0.1%

tef
Real number (ℝ)

Distinct	13938
Distinct (%)	6.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.904916

Minimum	-0.01
Maximum	31
Zeros	84
Zeros (%)	< 0.1%
Negative	1
Negative (%)	< 0.1%
Memory size	1.7 MiB

Quantile statistics

Minimum	-0.01
5-th percentile	14.52
Q1	28.666667
median	30
Q3	30.91667
95-th percentile	31
Maximum	31
Range	31.01
Interquartile range (IQR)	2.2500033

Descriptive statistics

Standard deviation	5.6989014
Coefficient of variation (CV)	0.20422571
Kurtosis	8.2400312
Mean	27.904916
Median Absolute Deviation (MAD)	1
Skewness	-2.8704571
Sum	6382049.7
Variance	32.477477
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31	43379	19.0%
30	25807	11.3%
29	9673	4.2%
30.96	1923	0.8%
30.92	1483	0.6%
29.96	1319	0.6%
30.75	1122	0.5%
30.98	1110	0.5%
30.91667	1016	0.4%
30.88	1007	0.4%
Other values (13928)	140868	61.6%

Value	Count	Frequency (%)
-0.01	1	< 0.1%
0	84	< 0.1%
0.000694	5	< 0.1%
0.000833333	1	< 0.1%
0.001	6	< 0.1%
0.001389	4	< 0.1%
0.002778	1	< 0.1%
0.003472	7	< 0.1%
0.006944	5	< 0.1%
0.01	3	< 0.1%

Value	Count	Frequency (%)
31	43379	19.0%
30.99931	22	< 0.1%
30.999	1	< 0.1%
30.99861	5	< 0.1%
30.99792	3	< 0.1%
30.99722	1	< 0.1%
30.99653	30	< 0.1%
30.99583333	5	< 0.1%
30.995	1	< 0.1%
30.99444	1	< 0.1%

vida_util
Categorical

Constant Missing

Distinct	1
Distinct (%)	33.3%
Missing	228704
Missing (%)	> 99.9%
Memory size	1.7 MiB

0.0	3

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	9
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0

Common Values

Value	Count	Frequency (%)
0.0	3	< 0.1%
(Missing)	228704	> 99.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	3	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	6	66.7%
.	3	33.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	6	66.7%
.	3	33.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	6	66.7%
.	3	33.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	6	66.7%
.	3	33.3%

tipoextraccion
Categorical

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

Bombeo Mecánico	115762
Surgencia Natural	34961
Electrosumergible	32360
Cavidad Progresiva	31021
Plunger Lift	6574
Other values (6)	8029

Length

Max length	25
Median length	15
Mean length	15.918052
Min length	8

Characters and Unicode

Total characters	3640570
Distinct characters	38
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Bombeo Mecánico
2nd row	Bombeo Mecánico
3rd row	Bombeo Mecánico
4th row	Bombeo Mecánico
5th row	Cavidad Progresiva

Common Values

Value	Count	Frequency (%)
Bombeo Mecánico	115762	50.6%
Surgencia Natural	34961	15.3%
Electrosumergible	32360	14.1%
Cavidad Progresiva	31021	13.6%
Plunger Lift	6574	2.9%
Pistoneo (Swabbing)	4526	2.0%
Gas Lift	2929	1.3%
Sin Sistema de Extracción	330	0.1%
Otros Tipos de Extracción	163	0.1%
Jet Pump	79	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
bombeo	115764	27.2%
mecánico	115762	27.2%
surgencia	34961	8.2%
natural	34961	8.2%
electrosumergible	32360	7.6%
cavidad	31021	7.3%
progresiva	31021	7.3%
lift	9503	2.2%
plunger	6574	1.5%
swabbing	4526	1.1%
Other values (11)	9587	2.3%

Most occurring characters

Value	Count	Frequency (%)
o	420051	11.5%
e	406590	11.2%
c	299833	8.2%
i	265000	7.3%
a	206224	5.7%
r	203916	5.6%
	197333	5.4%
n	167172	4.6%
b	157176	4.3%
m	148533	4.1%
Other values (28)	1168742	32.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3640570	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	420051	11.5%
e	406590	11.2%
c	299833	8.2%
i	265000	7.3%
a	206224	5.7%
r	203916	5.6%
	197333	5.4%
n	167172	4.6%
b	157176	4.3%
m	148533	4.1%
Other values (28)	1168742	32.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3640570	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	420051	11.5%
e	406590	11.2%
c	299833	8.2%
i	265000	7.3%
a	206224	5.7%
r	203916	5.6%
	197333	5.4%
n	167172	4.6%
b	157176	4.3%
m	148533	4.1%
Other values (28)	1168742	32.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3640570	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	420051	11.5%
e	406590	11.2%
c	299833	8.2%
i	265000	7.3%
a	206224	5.7%
r	203916	5.6%
	197333	5.4%
n	167172	4.6%
b	157176	4.3%
m	148533	4.1%
Other values (28)	1168742	32.1%

tipoestado
Categorical

Imbalance

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

Extracción Efectiva	224969
Parado Transitoriamente	3555
En Estudio	73
En Inyección Efectiva	25
Otras Situación Activo	24
Other values (7)	61

Length

Max length	34
Median length	19
Mean length	19.062246
Min length	10

Characters and Unicode

Total characters	4359669
Distinct characters	33
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	Extracción Efectiva
2nd row	Extracción Efectiva
3rd row	Extracción Efectiva
4th row	Extracción Efectiva
5th row	Extracción Efectiva

Common Values

Value	Count	Frequency (%)
Extracción Efectiva	224969	98.4%
Parado Transitoriamente	3555	1.6%
En Estudio	73	< 0.1%
En Inyección Efectiva	25	< 0.1%
Otras Situación Activo	24	< 0.1%
Parado Alta Relación Agua/Petróleo	16	< 0.1%
En Espera de Reparación	16	< 0.1%
En Reserva para Recup. Sec./Asist.	12	< 0.1%
Mantenimiento de Presión	8	< 0.1%
Otras Situación Inactivo	7	< 0.1%
Other values (2)	2	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
efectiva	224994	49.2%
extracción	224969	49.2%
parado	3571	0.8%
transitoriamente	3555	0.8%
en	128	< 0.1%
estudio	73	< 0.1%
otras	31	< 0.1%
situación	31	< 0.1%
inyección	25	< 0.1%
de	25	< 0.1%
Other values (14)	178	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
c	675101	15.5%
a	464428	10.7%
i	457333	10.5%
t	457299	10.5%
E	450180	10.3%
r	235763	5.4%
n	232360	5.3%
e	232309	5.3%
	228873	5.2%
ó	225082	5.2%
Other values (23)	700941	16.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4359669	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
c	675101	15.5%
a	464428	10.7%
i	457333	10.5%
t	457299	10.5%
E	450180	10.3%
r	235763	5.4%
n	232360	5.3%
e	232309	5.3%
	228873	5.2%
ó	225082	5.2%
Other values (23)	700941	16.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4359669	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
c	675101	15.5%
a	464428	10.7%
i	457333	10.5%
t	457299	10.5%
E	450180	10.3%
r	235763	5.4%
n	232360	5.3%
e	232309	5.3%
	228873	5.2%
ó	225082	5.2%
Other values (23)	700941	16.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4359669	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
c	675101	15.5%
a	464428	10.7%
i	457333	10.5%
t	457299	10.5%
E	450180	10.3%
r	235763	5.4%
n	232360	5.3%
e	232309	5.3%
	228873	5.2%
ó	225082	5.2%
Other values (23)	700941	16.1%

tipopozo
Categorical

High correlation Imbalance

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

Petrolífero	194825
Gasífero	33698
Otro tipo	143
Acuífero	26
Inyección de Agua	15

Length

Max length	17
Median length	11
Mean length	10.556778
Min length	8

Characters and Unicode

Total characters	2414409
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Petrolífero
2nd row	Petrolífero
3rd row	Petrolífero
4th row	Petrolífero
5th row	Petrolífero

Common Values

Value	Count	Frequency (%)
Petrolífero	194825	85.2%
Gasífero	33698	14.7%
Otro tipo	143	0.1%
Acuífero	26	< 0.1%
Inyección de Agua	15	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
petrolífero	194825	85.1%
gasífero	33698	14.7%
otro	143	0.1%
tipo	143	0.1%
acuífero	26	< 0.1%
inyección	15	< 0.1%
de	15	< 0.1%
agua	15	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
o	423660	17.5%
r	423517	17.5%
e	423404	17.5%
í	228549	9.5%
f	228549	9.5%
t	195111	8.1%
P	194825	8.1%
l	194825	8.1%
a	33713	1.4%
G	33698	1.4%
Other values (14)	34558	1.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2414409	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	423660	17.5%
r	423517	17.5%
e	423404	17.5%
í	228549	9.5%
f	228549	9.5%
t	195111	8.1%
P	194825	8.1%
l	194825	8.1%
a	33713	1.4%
G	33698	1.4%
Other values (14)	34558	1.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2414409	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	423660	17.5%
r	423517	17.5%
e	423404	17.5%
í	228549	9.5%
f	228549	9.5%
t	195111	8.1%
P	194825	8.1%
l	194825	8.1%
a	33713	1.4%
G	33698	1.4%
Other values (14)	34558	1.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2414409	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	423660	17.5%
r	423517	17.5%
e	423404	17.5%
í	228549	9.5%
f	228549	9.5%
t	195111	8.1%
P	194825	8.1%
l	194825	8.1%
a	33713	1.4%
G	33698	1.4%
Other values (14)	34558	1.4%

observaciones
Text

Missing

Distinct	100
Distinct (%)	0.9%
Missing	218151
Missing (%)	95.4%
Memory size	1.7 MiB

Length

Max length	80
Median length	3
Mean length	9.5971959
Min length	1

Characters and Unicode

Total characters	101308
Distinct characters	73
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	21 ?
Unique (%)	0.2%

Sample

1st row	No son punzados nuevos, producciÃ?Â³n previamente declarada en otra formaciÃ?Â³n
2nd row	No son punzados nuevos, producciÃ?Â³n previamente declarada en otra formaciÃ?Â³n
3rd row	No son punzados nuevos, producciÃ?Â³n previamente declarada en otra formaciÃ?Â³n
4th row	No son punzados nuevos, producciÃ?Â³n previamente declarada en otra formaciÃ?Â³n
5th row	No son punzados nuevos, producciÃ?Â³n previamente declarada en otra formaciÃ?Â³n

Value	Count	Frequency (%)
aco	6884	38.2%
en	1248	6.9%
extraccion	1032	5.7%
efectiva	1032	5.7%
de	942	5.2%
asistida	933	5.2%
productor	932	5.2%
recuperacion	932	5.2%
	423	2.3%
so	375	2.1%
Other values (154)	3291	18.3%

Most occurring characters

Value	Count	Frequency (%)
A	8097	8.0%
	7475	7.4%
O	7444	7.3%
C	7060	7.0%
c	6801	6.7%
i	5772	5.7%
a	5658	5.6%
o	5559	5.5%
e	5213	5.1%
r	4939	4.9%
Other values (63)	37290	36.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	101308	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	8097	8.0%
	7475	7.4%
O	7444	7.3%
C	7060	7.0%
c	6801	6.7%
i	5772	5.7%
a	5658	5.6%
o	5559	5.5%
e	5213	5.1%
r	4939	4.9%
Other values (63)	37290	36.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	101308	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	8097	8.0%
	7475	7.4%
O	7444	7.3%
C	7060	7.0%
c	6801	6.7%
i	5772	5.7%
a	5658	5.6%
o	5559	5.5%
e	5213	5.1%
r	4939	4.9%
Other values (63)	37290	36.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	101308	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	8097	8.0%
	7475	7.4%
O	7444	7.3%
C	7060	7.0%
c	6801	6.7%
i	5772	5.7%
a	5658	5.6%
o	5559	5.5%
e	5213	5.1%
r	4939	4.9%
Other values (63)	37290	36.8%

fechaingreso
Date

Distinct	1274
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

Minimum	2024-02-02 13:05:58.718803
Maximum	2024-10-25 11:15:12.445520

Histogram with fixed size bins (bins=50)

rectificado
Boolean

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	223.5 KiB

False	228707

Value	Count	Frequency (%)
False	228707	100.0%

habilitado
Boolean

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	223.5 KiB

True	228707

Value	Count	Frequency (%)
True	228707	100.0%

idusuario
Real number (ℝ)

High correlation

Distinct	47
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	381.71724

Minimum	334
Maximum	481
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	334
5-th percentile	334
Q1	334
median	345
Q3	462
95-th percentile	473
Maximum	481
Range	147
Interquartile range (IQR)	128

Descriptive statistics

Standard deviation	56.89634
Coefficient of variation (CV)	0.14905363
Kurtosis	-1.4009898
Mean	381.71724
Median Absolute Deviation (MAD)	11
Skewness	0.6398081
Sum	87301405
Variance	3237.1935
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
334	106670	46.6%
462	43315	18.9%
473	12619	5.5%
381	9253	4.0%
345	8597	3.8%
459	6897	3.0%
383	6373	2.8%
353	5583	2.4%
364	5124	2.2%
420	3808	1.7%
Other values (37)	20468	8.9%

Value	Count	Frequency (%)
334	106670	46.6%
345	8597	3.8%
346	73	< 0.1%
350	307	0.1%
353	5583	2.4%
355	89	< 0.1%
357	2791	1.2%
364	5124	2.2%
367	2782	1.2%
368	397	0.2%

Value	Count	Frequency (%)
481	13	< 0.1%
480	220	0.1%
478	329	0.1%
477	44	< 0.1%
476	1366	0.6%
475	183	0.1%
474	31	< 0.1%
473	12619	5.5%
471	102	< 0.1%
470	290	0.1%

empresa
Categorical

High correlation

Distinct	47
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

YPF S.A.	106670
PAN AMERICAN ENERGY SL	43315
CGC ENERGIA SAU	12619
PLUSPETROL S.A.	9253
PETROQUIMICA COMODORO RIVADAVIA S.A.	8597
Other values (42)	48253

Length

Max length	41
Median length	39
Mean length	15.609129
Min length	8

Characters and Unicode

Total characters	3569917
Distinct characters	45
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	YPF S.A.
2nd row	YPF S.A.
3rd row	YPF S.A.
4th row	YPF S.A.
5th row	YPF S.A.

Common Values

Value	Count	Frequency (%)
YPF S.A.	106670	46.6%
PAN AMERICAN ENERGY SL	43315	18.9%
CGC ENERGIA SAU	12619	5.5%
PLUSPETROL S.A.	9253	4.0%
PETROQUIMICA COMODORO RIVADAVIA S.A.	8597	3.8%
Petrolera Aconcagua Energia S.A.	6897	3.0%
CAPEX S.A.	6373	2.8%
COMPAÑÍAS ASOCIADAS PETROLERAS S.A.	5583	2.4%
TECPETROL S.A.	5124	2.2%
OILSTONE ENERGIA S.A.	3808	1.7%
Other values (37)	20468	8.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
s.a	166621	26.4%
ypf	106670	16.9%
energy	45822	7.3%
pan	43315	6.9%
sl	43315	6.9%
american	43315	6.9%
energia	24781	3.9%
sau	14087	2.2%
cgc	12619	2.0%
pluspetrol	9305	1.5%
Other values (74)	120925	19.2%

Most occurring characters

Value	Count	Frequency (%)
A	457549	12.8%
	402593	11.3%
.	344992	9.7%
S	283993	8.0%
E	264166	7.4%
P	219568	6.2%
R	187787	5.3%
N	179165	5.0%
Y	152416	4.3%
I	122543	3.4%
Other values (35)	955145	26.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3569917	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	457549	12.8%
	402593	11.3%
.	344992	9.7%
S	283993	8.0%
E	264166	7.4%
P	219568	6.2%
R	187787	5.3%
N	179165	5.0%
Y	152416	4.3%
I	122543	3.4%
Other values (35)	955145	26.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3569917	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	457549	12.8%
	402593	11.3%
.	344992	9.7%
S	283993	8.0%
E	264166	7.4%
P	219568	6.2%
R	187787	5.3%
N	179165	5.0%
Y	152416	4.3%
I	122543	3.4%
Other values (35)	955145	26.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3569917	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	457549	12.8%
	402593	11.3%
.	344992	9.7%
S	283993	8.0%
E	264166	7.4%
P	219568	6.2%
R	187787	5.3%
N	179165	5.0%
Y	152416	4.3%
I	122543	3.4%
Other values (35)	955145	26.8%

sigla
Text

Distinct	26256
Distinct (%)	11.5%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

Length

Max length	25
Median length	23
Mean length	14.028709
Min length	3

Characters and Unicode

Total characters	3208464
Distinct characters	71
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	475 ?
Unique (%)	0.2%

Sample

1st row	YPF.SC.ECh-283
2nd row	YPF.SC.ECh-283
3rd row	YPF.SC.ECh-283
4th row	YPF.SC.CL-2397
5th row	YPF.Ch.EA-995

Value	Count	Frequency (%)
h	99	< 0.1%
ene.lp.cdp	70	< 0.1%
pp.nq.ce-1143	36	< 0.1%
ypf.nq.el-7	36	< 0.1%
plu.nq.ce-1200-d	36	< 0.1%
ypf.nq.el-3	36	< 0.1%
ypf.sc.ech-385	36	< 0.1%
aps.nq.sa-1087	36	< 0.1%
ypf.nq.el-9	36	< 0.1%
ypf.sc.ech-390	36	< 0.1%
Other values (26271)	228917	99.8%

Most occurring characters

Value	Count	Frequency (%)
.	475314	14.8%
P	244216	7.6%
C	231126	7.2%
-	227288	7.1%
1	152146	4.7%
F	116569	3.6%
Y	112614	3.5%
S	108636	3.4%
N	98312	3.1%
2	95136	3.0%
Other values (61)	1347107	42.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3208464	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
.	475314	14.8%
P	244216	7.6%
C	231126	7.2%
-	227288	7.1%
1	152146	4.7%
F	116569	3.6%
Y	112614	3.5%
S	108636	3.4%
N	98312	3.1%
2	95136	3.0%
Other values (61)	1347107	42.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3208464	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
.	475314	14.8%
P	244216	7.6%
C	231126	7.2%
-	227288	7.1%
1	152146	4.7%
F	116569	3.6%
Y	112614	3.5%
S	108636	3.4%
N	98312	3.1%
2	95136	3.0%
Other values (61)	1347107	42.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3208464	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
.	475314	14.8%
P	244216	7.6%
C	231126	7.2%
-	227288	7.1%
1	152146	4.7%
F	116569	3.6%
Y	112614	3.5%
S	108636	3.4%
N	98312	3.1%
2	95136	3.0%
Other values (61)	1347107	42.0%

formprod
Text

Distinct	66
Distinct (%)	< 0.1%
Missing	184
Missing (%)	0.1%
Memory size	1.7 MiB

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	914092
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	TOBI
2nd row	POD1
3rd row	CAST
4th row	POD1
5th row	GCHU

Value	Count	Frequency (%)
cori	38185	16.7%
bbar	37690	16.5%
vmut	17096	7.5%
csec	16855	7.4%
gchu	15049	6.6%
qtuc	10820	4.7%
melc	9350	4.1%
laja	8276	3.6%
cent	7751	3.4%
agri	6914	3.0%
Other values (56)	60537	26.5%

Most occurring characters

Value	Count	Frequency (%)
C	127084	13.9%
R	109222	11.9%
B	86959	9.5%
A	85941	9.4%
O	64055	7.0%
I	58394	6.4%
U	54809	6.0%
T	51238	5.6%
E	44011	4.8%
L	39640	4.3%
Other values (14)	192739	21.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	914092	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
C	127084	13.9%
R	109222	11.9%
B	86959	9.5%
A	85941	9.4%
O	64055	7.0%
I	58394	6.4%
U	54809	6.0%
T	51238	5.6%
E	44011	4.8%
L	39640	4.3%
Other values (14)	192739	21.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	914092	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
C	127084	13.9%
R	109222	11.9%
B	86959	9.5%
A	85941	9.4%
O	64055	7.0%
I	58394	6.4%
U	54809	6.0%
T	51238	5.6%
E	44011	4.8%
L	39640	4.3%
Other values (14)	192739	21.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	914092	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
C	127084	13.9%
R	109222	11.9%
B	86959	9.5%
A	85941	9.4%
O	64055	7.0%
I	58394	6.4%
U	54809	6.0%
T	51238	5.6%
E	44011	4.8%
L	39640	4.3%
Other values (14)	192739	21.1%

profundidad
Real number (ℝ)

Skewed Zeros

Distinct	4779
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2050.1756

Minimum	0
Maximum	378939
Zeros	14875
Zeros (%)	6.5%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1256
median	1910
Q3	2530
95-th percentile	4798
Maximum	378939
Range	378939
Interquartile range (IQR)	1274

Descriptive statistics

Standard deviation	2672.3888
Coefficient of variation (CV)	1.3034926
Kurtosis	15565.292
Mean	2050.1756
Median Absolute Deviation (MAD)	639
Skewness	110.51835
Sum	4.6888952 × 10⁸
Variance	7141661.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14875	6.5%
1200	1392	0.6%
1600	1324	0.6%
2400	1259	0.6%
1400	1163	0.5%
1500	1145	0.5%
1300	1134	0.5%
2300	1086	0.5%
2250	1066	0.5%
2000	1056	0.5%
Other values (4769)	203207	88.9%

Value	Count	Frequency (%)
0	14875	6.5%
1	36	< 0.1%
2	9	< 0.1%
2.016	9	< 0.1%
2.454	9	< 0.1%
3.21	9	< 0.1%
3.23	9	< 0.1%
3.235	9	< 0.1%
3.253	7	< 0.1%
3.275	9	< 0.1%

Value	Count	Frequency (%)
378939	9	< 0.1%
20680	9	< 0.1%
15273	8	< 0.1%
8687	8	< 0.1%
8530	9	< 0.1%
7784	9	< 0.1%
7710	9	< 0.1%
7537	8	< 0.1%
7535	9	< 0.1%
7523	9	< 0.1%

formacion
Text

Distinct	65
Distinct (%)	< 0.1%
Missing	204
Missing (%)	0.1%
Memory size	1.7 MiB

Length

Max length	26
Median length	19
Mean length	11.677987
Min length	4

Characters and Unicode

Total characters	2668455
Distinct characters	38
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	tobífera
2nd row	pozo d-129
3rd row	castillo
4th row	pozo d-129
5th row	grupo chubut

Value	Count	Frequency (%)
comodoro	38185	9.7%
rivadavia	38185	9.7%
bajo	37690	9.6%
barreal	37690	9.6%
grupo	18171	4.6%
vaca	17096	4.3%
muerta	17096	4.3%
cañadon	16855	4.3%
seco	16855	4.3%
chubut	15049	3.8%
Other values (86)	141749	35.9%

Most occurring characters

Value	Count	Frequency (%)
a	425102	15.9%
o	331820	12.4%
r	258816	9.7%
	166224	6.2%
c	162029	6.1%
i	153481	5.8%
e	132171	5.0%
l	107701	4.0%
u	106217	4.0%
b	103829	3.9%
Other values (28)	721065	27.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2668455	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	425102	15.9%
o	331820	12.4%
r	258816	9.7%
	166224	6.2%
c	162029	6.1%
i	153481	5.8%
e	132171	5.0%
l	107701	4.0%
u	106217	4.0%
b	103829	3.9%
Other values (28)	721065	27.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2668455	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	425102	15.9%
o	331820	12.4%
r	258816	9.7%
	166224	6.2%
c	162029	6.1%
i	153481	5.8%
e	132171	5.0%
l	107701	4.0%
u	106217	4.0%
b	103829	3.9%
Other values (28)	721065	27.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2668455	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	425102	15.9%
o	331820	12.4%
r	258816	9.7%
	166224	6.2%
c	162029	6.1%
i	153481	5.8%
e	132171	5.0%
l	107701	4.0%
u	106217	4.0%
b	103829	3.9%
Other values (28)	721065	27.0%

idareapermisoconcesion
Text

Distinct	249
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

Length

Max length	4
Median length	3
Mean length	3.1726838
Min length	3

Characters and Unicode

Total characters	725615
Distinct characters	35
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	YAT
2nd row	YAT
3rd row	YAT
4th row	CLM
5th row	BEH

Value	Count	Frequency (%)
ang	31039	13.6%
per	12323	5.4%
esc	11635	5.1%
beh	9059	4.0%
csn	6531	2.9%
cuy	5929	2.6%
lcam	5634	2.5%
clm	5435	2.4%
dia	5183	2.3%
ldl	4848	2.1%
Other values (239)	131091	57.3%

Most occurring characters

Value	Count	Frequency (%)
C	91775	12.6%
A	85866	11.8%
E	73245	10.1%
N	54230	7.5%
L	51647	7.1%
P	48458	6.7%
S	39205	5.4%
G	38412	5.3%
R	35619	4.9%
O	25234	3.5%
Other values (25)	181924	25.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	725615	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
C	91775	12.6%
A	85866	11.8%
E	73245	10.1%
N	54230	7.5%
L	51647	7.1%
P	48458	6.7%
S	39205	5.4%
G	38412	5.3%
R	35619	4.9%
O	25234	3.5%
Other values (25)	181924	25.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	725615	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
C	91775	12.6%
A	85866	11.8%
E	73245	10.1%
N	54230	7.5%
L	51647	7.1%
P	48458	6.7%
S	39205	5.4%
G	38412	5.3%
R	35619	4.9%
O	25234	3.5%
Other values (25)	181924	25.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	725615	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
C	91775	12.6%
A	85866	11.8%
E	73245	10.1%
N	54230	7.5%
L	51647	7.1%
P	48458	6.7%
S	39205	5.4%
G	38412	5.3%
R	35619	4.9%
O	25234	3.5%
Other values (25)	181924	25.1%

areapermisoconcesion
Text

Distinct	249
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

Length

Max length	41
Median length	31
Mean length	21.343028
Min length	5

Characters and Unicode

Total characters	4881300
Distinct characters	41
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	CAÑADON YATEL
2nd row	CAÑADON YATEL
3rd row	CAÑADON YATEL
4th row	CAÑADON LEON - MESETA ESPINOSA
5th row	MANANTIALES BEHR

Value	Count	Frequency (%)
	100098	11.6%
cerro	41083	4.8%
dragon	34145	4.0%
la	33839	3.9%
de	33259	3.8%
grande	32764	3.8%
anticlinal	31885	3.7%
el	29539	3.4%
las	26924	3.1%
cañadon	25204	2.9%
Other values (308)	475192	55.0%

Most occurring characters

Value	Count	Frequency (%)
A	687274	14.1%
	643827	13.2%
E	464800	9.5%
R	345470	7.1%
L	338353	6.9%
N	316887	6.5%
O	302976	6.2%
D	264701	5.4%
S	237617	4.9%
C	215034	4.4%
Other values (31)	1064361	21.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4881300	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	687274	14.1%
	643827	13.2%
E	464800	9.5%
R	345470	7.1%
L	338353	6.9%
N	316887	6.5%
O	302976	6.2%
D	264701	5.4%
S	237617	4.9%
C	215034	4.4%
Other values (31)	1064361	21.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4881300	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	687274	14.1%
	643827	13.2%
E	464800	9.5%
R	345470	7.1%
L	338353	6.9%
N	316887	6.5%
O	302976	6.2%
D	264701	5.4%
S	237617	4.9%
C	215034	4.4%
Other values (31)	1064361	21.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4881300	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	687274	14.1%
	643827	13.2%
E	464800	9.5%
R	345470	7.1%
L	338353	6.9%
N	316887	6.5%
O	302976	6.2%
D	264701	5.4%
S	237617	4.9%
C	215034	4.4%
Other values (31)	1064361	21.8%

idareayacimiento
Text

Distinct	575
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

Length

Max length	4
Median length	3
Mean length	3.4436506
Min length	2

Characters and Unicode

Total characters	787587
Distinct characters	37
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	Z157
2nd row	Z157
3rd row	Z157
4th row	CLEO
5th row	BEH

Value	Count	Frequency (%)
per	9680	4.2%
beh	9059	4.0%
dia	5183	2.3%
vahe	4783	2.1%
z071	4775	2.1%
zor	4768	2.1%
lcll	4604	2.0%
nit	4262	1.9%
z089	3297	1.4%
las2	3199	1.4%
Other values (565)	175097	76.6%

Most occurring characters

Value	Count	Frequency (%)
E	77433	9.8%
C	72030	9.1%
L	66475	8.4%
A	60967	7.7%
R	54854	7.0%
P	38270	4.9%
Z	37598	4.8%
S	33235	4.2%
O	32964	4.2%
I	28249	3.6%
Other values (27)	285512	36.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	787587	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
E	77433	9.8%
C	72030	9.1%
L	66475	8.4%
A	60967	7.7%
R	54854	7.0%
P	38270	4.9%
Z	37598	4.8%
S	33235	4.2%
O	32964	4.2%
I	28249	3.6%
Other values (27)	285512	36.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	787587	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
E	77433	9.8%
C	72030	9.1%
L	66475	8.4%
A	60967	7.7%
R	54854	7.0%
P	38270	4.9%
Z	37598	4.8%
S	33235	4.2%
O	32964	4.2%
I	28249	3.6%
Other values (27)	285512	36.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	787587	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
E	77433	9.8%
C	72030	9.1%
L	66475	8.4%
A	60967	7.7%
R	54854	7.0%
P	38270	4.9%
Z	37598	4.8%
S	33235	4.2%
O	32964	4.2%
I	28249	3.6%
Other values (27)	285512	36.3%

areayacimiento
Text

Distinct	531
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

Length

Max length	43
Median length	34
Mean length	13.960508
Min length	2

Characters and Unicode

Total characters	3192866
Distinct characters	52
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	ESTANCIA CHOLITA
2nd row	ESTANCIA CHOLITA
3rd row	ESTANCIA CHOLITA
4th row	CAÑADON LEON
5th row	MANANTIALES BEHR

Value	Count	Frequency (%)
el	28439	5.4%
la	18787	3.6%
cañadon	17448	3.3%
de	17219	3.3%
cerro	13261	2.5%
los	12030	2.3%
sur	9835	1.9%
loma	9696	1.8%
perales	9680	1.8%
manantiales	9059	1.7%
Other values (504)	378971	72.3%

Most occurring characters

Value	Count	Frequency (%)
A	455623	14.3%
E	330740	10.4%
	297248	9.3%
O	245333	7.7%
L	240656	7.5%
R	215481	6.7%
N	171919	5.4%
S	168855	5.3%
D	157232	4.9%
C	147022	4.6%
Other values (42)	762757	23.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3192866	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	455623	14.3%
E	330740	10.4%
	297248	9.3%
O	245333	7.7%
L	240656	7.5%
R	215481	6.7%
N	171919	5.4%
S	168855	5.3%
D	157232	4.9%
C	147022	4.6%
Other values (42)	762757	23.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3192866	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	455623	14.3%
E	330740	10.4%
	297248	9.3%
O	245333	7.7%
L	240656	7.5%
R	215481	6.7%
N	171919	5.4%
S	168855	5.3%
D	157232	4.9%
C	147022	4.6%
Other values (42)	762757	23.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3192866	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	455623	14.3%
E	330740	10.4%
	297248	9.3%
O	245333	7.7%
L	240656	7.5%
R	215481	6.7%
N	171919	5.4%
S	168855	5.3%
D	157232	4.9%
C	147022	4.6%
Other values (42)	762757	23.9%

cuenca
Categorical

High correlation

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

GOLFO SAN JORGE	122356
NEUQUINA	92395
CUYANA	7609
AUSTRAL	5638
NOROESTE	709

Length

Max length	15
Median length	15
Mean length	11.65374
Min length	6

Characters and Unicode

Total characters	2665292
Distinct characters	17
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	GOLFO SAN JORGE
2nd row	GOLFO SAN JORGE
3rd row	GOLFO SAN JORGE
4th row	GOLFO SAN JORGE
5th row	GOLFO SAN JORGE

Common Values

Value	Count	Frequency (%)
GOLFO SAN JORGE	122356	53.5%
NEUQUINA	92395	40.4%
CUYANA	7609	3.3%
AUSTRAL	5638	2.5%
NOROESTE	709	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
golfo	122356	25.8%
san	122356	25.8%
jorge	122356	25.8%
neuquina	92395	19.5%
cuyana	7609	1.6%
austral	5638	1.2%
noroeste	709	0.1%

Most occurring characters

Value	Count	Frequency (%)
O	368486	13.8%
N	315464	11.8%
G	244712	9.2%
	244712	9.2%
A	241245	9.1%
E	216169	8.1%
U	198037	7.4%
S	128703	4.8%
R	128703	4.8%
L	127994	4.8%
Other values (7)	451067	16.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2665292	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
O	368486	13.8%
N	315464	11.8%
G	244712	9.2%
	244712	9.2%
A	241245	9.1%
E	216169	8.1%
U	198037	7.4%
S	128703	4.8%
R	128703	4.8%
L	127994	4.8%
Other values (7)	451067	16.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2665292	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
O	368486	13.8%
N	315464	11.8%
G	244712	9.2%
	244712	9.2%
A	241245	9.1%
E	216169	8.1%
U	198037	7.4%
S	128703	4.8%
R	128703	4.8%
L	127994	4.8%
Other values (7)	451067	16.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2665292	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
O	368486	13.8%
N	315464	11.8%
G	244712	9.2%
	244712	9.2%
A	241245	9.1%
E	216169	8.1%
U	198037	7.4%
S	128703	4.8%
R	128703	4.8%
L	127994	4.8%
Other values (7)	451067	16.9%

provincia
Categorical

High correlation

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

Santa Cruz	65860
Chubut	59959
Neuquén	53587
Mendoza	22500
Rio Negro	13880
Other values (6)	12921

Length

Max length	16
Median length	15
Mean length	7.846769
Min length	5

Characters and Unicode

Total characters	1794611
Distinct characters	34
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Santa Cruz
2nd row	Santa Cruz
3rd row	Santa Cruz
4th row	Santa Cruz
5th row	Chubut

Common Values

Value	Count	Frequency (%)
Santa Cruz	65860	28.8%
Chubut	59959	26.2%
Neuquén	53587	23.4%
Mendoza	22500	9.8%
Rio Negro	13880	6.1%
La Pampa	10037	4.4%
Tierra del Fuego	2038	0.9%
Salta	495	0.2%
Estado Nacional	137	0.1%
Formosa	112	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
santa	65860	20.4%
cruz	65860	20.4%
chubut	59959	18.6%
neuquén	53587	16.6%
mendoza	22500	7.0%
rio	13880	4.3%
negro	13880	4.3%
pampa	10037	3.1%
la	10037	3.1%
tierra	2038	0.6%
Other values (7)	5059	1.6%

Most occurring characters

Value	Count	Frequency (%)
u	295194	16.4%
a	187882	10.5%
n	142084	7.9%
t	126451	7.0%
C	125819	7.0%
e	96081	5.4%
	93990	5.2%
z	88360	4.9%
r	83928	4.7%
N	67604	3.8%
Other values (24)	487218	27.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1794611	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
u	295194	16.4%
a	187882	10.5%
n	142084	7.9%
t	126451	7.0%
C	125819	7.0%
e	96081	5.4%
	93990	5.2%
z	88360	4.9%
r	83928	4.7%
N	67604	3.8%
Other values (24)	487218	27.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1794611	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
u	295194	16.4%
a	187882	10.5%
n	142084	7.9%
t	126451	7.0%
C	125819	7.0%
e	96081	5.4%
	93990	5.2%
z	88360	4.9%
r	83928	4.7%
N	67604	3.8%
Other values (24)	487218	27.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1794611	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
u	295194	16.4%
a	187882	10.5%
n	142084	7.9%
t	126451	7.0%
C	125819	7.0%
e	96081	5.4%
	93990	5.2%
z	88360	4.9%
r	83928	4.7%
N	67604	3.8%
Other values (24)	487218	27.1%

tipo_de_recurso
Categorical

High correlation Imbalance

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

CONVENCIONAL	200613
NO CONVENCIONAL	28083
NO DISCRIMINADO	9
SIN RESERVORIO	2

Length

Max length	15
Median length	12
Mean length	12.368506
Min length	12

Characters and Unicode

Total characters	2828764
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	CONVENCIONAL
2nd row	CONVENCIONAL
3rd row	CONVENCIONAL
4th row	CONVENCIONAL
5th row	CONVENCIONAL

Common Values

Value	Count	Frequency (%)
CONVENCIONAL	200613	87.7%
NO CONVENCIONAL	28083	12.3%
NO DISCRIMINADO	9	< 0.1%
SIN RESERVORIO	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
convencional	228696	89.1%
no	28092	10.9%
discriminado	9	< 0.1%
sin	2	< 0.1%
reservorio	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
N	714191	25.2%
O	485497	17.2%
C	457401	16.2%
I	228727	8.1%
A	228705	8.1%
E	228700	8.1%
V	228698	8.1%
L	228696	8.1%
	28094	1.0%
D	18	< 0.1%
Other values (3)	37	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2828764	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	714191	25.2%
O	485497	17.2%
C	457401	16.2%
I	228727	8.1%
A	228705	8.1%
E	228700	8.1%
V	228698	8.1%
L	228696	8.1%
	28094	1.0%
D	18	< 0.1%
Other values (3)	37	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2828764	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	714191	25.2%
O	485497	17.2%
C	457401	16.2%
I	228727	8.1%
A	228705	8.1%
E	228700	8.1%
V	228698	8.1%
L	228696	8.1%
	28094	1.0%
D	18	< 0.1%
Other values (3)	37	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2828764	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	714191	25.2%
O	485497	17.2%
C	457401	16.2%
I	228727	8.1%
A	228705	8.1%
E	228700	8.1%
V	228698	8.1%
L	228696	8.1%
	28094	1.0%
D	18	< 0.1%
Other values (3)	37	< 0.1%

proyecto
Categorical

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

Sin Proyecto	221422
GAS PLUS	7285

Length

Max length	12
Median length	12
Mean length	11.872588
Min length	8

Characters and Unicode

Total characters	2715344
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Sin Proyecto
2nd row	Sin Proyecto
3rd row	Sin Proyecto
4th row	Sin Proyecto
5th row	Sin Proyecto

Common Values

Value	Count	Frequency (%)
Sin Proyecto	221422	96.8%
GAS PLUS	7285	3.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
sin	221422	48.4%
proyecto	221422	48.4%
gas	7285	1.6%
plus	7285	1.6%

Most occurring characters

Value	Count	Frequency (%)
o	442844	16.3%
S	235992	8.7%
	228707	8.4%
P	228707	8.4%
i	221422	8.2%
n	221422	8.2%
r	221422	8.2%
y	221422	8.2%
e	221422	8.2%
c	221422	8.2%
Other values (5)	250562	9.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2715344	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	442844	16.3%
S	235992	8.7%
	228707	8.4%
P	228707	8.4%
i	221422	8.2%
n	221422	8.2%
r	221422	8.2%
y	221422	8.2%
e	221422	8.2%
c	221422	8.2%
Other values (5)	250562	9.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2715344	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	442844	16.3%
S	235992	8.7%
	228707	8.4%
P	228707	8.4%
i	221422	8.2%
n	221422	8.2%
r	221422	8.2%
y	221422	8.2%
e	221422	8.2%
c	221422	8.2%
Other values (5)	250562	9.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2715344	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	442844	16.3%
S	235992	8.7%
	228707	8.4%
P	228707	8.4%
i	221422	8.2%
n	221422	8.2%
r	221422	8.2%
y	221422	8.2%
e	221422	8.2%
c	221422	8.2%
Other values (5)	250562	9.2%

clasificacion
Categorical

High correlation Imbalance Missing

Distinct	4
Distinct (%)	< 0.1%
Missing	33651
Missing (%)	14.7%
Memory size	1.7 MiB

EXPLOTACION	187553
EXPLORACION	6504
SERVICIO	963
ALMACENAMIENTO	36

Length

Max length	14
Median length	11
Mean length	10.985743
Min length	8

Characters and Unicode

Total characters	2142835
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	EXPLOTACION
2nd row	EXPLOTACION
3rd row	EXPLOTACION
4th row	EXPLOTACION
5th row	EXPLOTACION

Common Values

Value	Count	Frequency (%)
EXPLOTACION	187553	82.0%
EXPLORACION	6504	2.8%
SERVICIO	963	0.4%
ALMACENAMIENTO	36	< 0.1%
(Missing)	33651	14.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
explotacion	187553	96.2%
exploracion	6504	3.3%
servicio	963	0.5%
almacenamiento	36	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
O	389113	18.2%
I	196019	9.1%
E	195092	9.1%
C	195056	9.1%
A	194165	9.1%
N	194129	9.1%
L	194093	9.1%
X	194057	9.1%
P	194057	9.1%
T	187589	8.8%
Other values (4)	9465	0.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2142835	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
O	389113	18.2%
I	196019	9.1%
E	195092	9.1%
C	195056	9.1%
A	194165	9.1%
N	194129	9.1%
L	194093	9.1%
X	194057	9.1%
P	194057	9.1%
T	187589	8.8%
Other values (4)	9465	0.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2142835	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
O	389113	18.2%
I	196019	9.1%
E	195092	9.1%
C	195056	9.1%
A	194165	9.1%
N	194129	9.1%
L	194093	9.1%
X	194057	9.1%
P	194057	9.1%
T	187589	8.8%
Other values (4)	9465	0.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2142835	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
O	389113	18.2%
I	196019	9.1%
E	195092	9.1%
C	195056	9.1%
A	194165	9.1%
N	194129	9.1%
L	194093	9.1%
X	194057	9.1%
P	194057	9.1%
T	187589	8.8%
Other values (4)	9465	0.4%

subclasificacion
Categorical

High correlation Imbalance Missing

Distinct	12
Distinct (%)	< 0.1%
Missing	33651
Missing (%)	14.7%
Memory size	1.7 MiB

DESARROLLO	173678
AVANZADA	14438
EXPLORACION	3927
EXTENSION	1156
INYECTOR DE AGUA	947
Other values (7)	910

Length

Max length	21
Median length	10
Mean length	9.9406068
Min length	7

Characters and Unicode

Total characters	1938975
Distinct characters	21
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	DESARROLLO
2nd row	DESARROLLO
3rd row	DESARROLLO
4th row	DESARROLLO
5th row	DESARROLLO

Common Values

Value	Count	Frequency (%)
DESARROLLO	173678	75.9%
AVANZADA	14438	6.3%
EXPLORACION	3927	1.7%
EXTENSION	1156	0.5%
INYECTOR DE AGUA	947	0.4%
EXPLORATORIO PROFUNDO	748	0.3%
EXPLORATORIO SOMERO	70	< 0.1%
CONTROL	36	< 0.1%
ESTUDIO	27	< 0.1%
INYECTOR DE GAS	18	< 0.1%
Other values (2)	11	< 0.1%
(Missing)	33651	14.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
desarrollo	173678	87.8%
avanzada	14438	7.3%
exploracion	3927	2.0%
extension	1156	0.6%
inyector	976	0.5%
de	974	0.5%
agua	947	0.5%
exploratorio	818	0.4%
profundo	748	0.4%
somero	70	< 0.1%
Other values (5)	92	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
O	361540	18.6%
R	354762	18.3%
L	352137	18.2%
A	238100	12.3%
D	189865	9.8%
E	182784	9.4%
S	174949	9.0%
N	22437	1.2%
V	14447	0.7%
Z	14438	0.7%
Other values (11)	33516	1.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1938975	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
O	361540	18.6%
R	354762	18.3%
L	352137	18.2%
A	238100	12.3%
D	189865	9.8%
E	182784	9.4%
S	174949	9.0%
N	22437	1.2%
V	14447	0.7%
Z	14438	0.7%
Other values (11)	33516	1.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1938975	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
O	361540	18.6%
R	354762	18.3%
L	352137	18.2%
A	238100	12.3%
D	189865	9.8%
E	182784	9.4%
S	174949	9.0%
N	22437	1.2%
V	14447	0.7%
Z	14438	0.7%
Other values (11)	33516	1.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1938975	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
O	361540	18.6%
R	354762	18.3%
L	352137	18.2%
A	238100	12.3%
D	189865	9.8%
E	182784	9.4%
S	174949	9.0%
N	22437	1.2%
V	14447	0.7%
Z	14438	0.7%
Other values (11)	33516	1.7%

sub_tipo_recurso
Categorical

High correlation Missing

Distinct	2
Distinct (%)	< 0.1%
Missing	200650
Missing (%)	87.7%
Memory size	1.7 MiB

SHALE	16914
TIGHT	11143

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	140285
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SHALE
2nd row	SHALE
3rd row	SHALE
4th row	SHALE
5th row	SHALE

Common Values

Value	Count	Frequency (%)
SHALE	16914	7.4%
TIGHT	11143	4.9%
(Missing)	200650	87.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
shale	16914	60.3%
tight	11143	39.7%

Most occurring characters

Value	Count	Frequency (%)
H	28057	20.0%
T	22286	15.9%
S	16914	12.1%
A	16914	12.1%
L	16914	12.1%
E	16914	12.1%
I	11143	7.9%
G	11143	7.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	140285	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
H	28057	20.0%
T	22286	15.9%
S	16914	12.1%
A	16914	12.1%
L	16914	12.1%
E	16914	12.1%
I	11143	7.9%
G	11143	7.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	140285	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
H	28057	20.0%
T	22286	15.9%
S	16914	12.1%
A	16914	12.1%
L	16914	12.1%
E	16914	12.1%
I	11143	7.9%
G	11143	7.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	140285	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
H	28057	20.0%
T	22286	15.9%
S	16914	12.1%
A	16914	12.1%
L	16914	12.1%
E	16914	12.1%
I	11143	7.9%
G	11143	7.9%

fecha_data
Categorical

High correlation

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

2024-05-31	25618
2024-01-31	25611
2024-02-29	25559
2024-04-30	25554
2024-03-31	25543
Other values (4)	100822

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	2287070
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2024-01-31
2nd row	2024-01-31
3rd row	2024-01-31
4th row	2024-01-31
5th row	2024-01-31

Common Values

Value	Count	Frequency (%)
2024-05-31	25618	11.2%
2024-01-31	25611	11.2%
2024-02-29	25559	11.2%
2024-04-30	25554	11.2%
2024-03-31	25543	11.2%
2024-06-30	25346	11.1%
2024-09-30	25341	11.1%
2024-08-31	25285	11.1%
2024-07-31	24850	10.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2024-05-31	25618	11.2%
2024-01-31	25611	11.2%
2024-02-29	25559	11.2%
2024-04-30	25554	11.2%
2024-03-31	25543	11.2%
2024-06-30	25346	11.1%
2024-09-30	25341	11.1%
2024-08-31	25285	11.1%
2024-07-31	24850	10.9%

Most occurring characters

Value	Count	Frequency (%)
0	533655	23.3%
2	508532	22.2%
-	457414	20.0%
4	254261	11.1%
3	228691	10.0%
1	152518	6.7%
9	50900	2.2%
5	25618	1.1%
6	25346	1.1%
8	25285	1.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2287070	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	533655	23.3%
2	508532	22.2%
-	457414	20.0%
4	254261	11.1%
3	228691	10.0%
1	152518	6.7%
9	50900	2.2%
5	25618	1.1%
6	25346	1.1%
8	25285	1.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2287070	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	533655	23.3%
2	508532	22.2%
-	457414	20.0%
4	254261	11.1%
3	228691	10.0%
1	152518	6.7%
9	50900	2.2%
5	25618	1.1%
6	25346	1.1%
8	25285	1.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2287070	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	533655	23.3%
2	508532	22.2%
-	457414	20.0%
4	254261	11.1%
3	228691	10.0%
1	152518	6.7%
9	50900	2.2%
5	25618	1.1%
6	25346	1.1%
8	25285	1.1%

Interactions

Correlations

	clasificacion	cuenca	empresa	fecha_data	idempresa	idpozo	idusuario	iny_agua	iny_gas	iny_otro	mes	prod_agua	prod_gas	prod_pet	profundidad	provincia	proyecto	sub_tipo_recurso	subclasificacion	tef	tipo_de_recurso	tipoestado	tipoextraccion	tipopozo
clasificacion	1.000	0.081	0.130	0.000	0.130	0.090	0.084	0.000	0.000	0.006	0.000	0.022	0.000	0.007	0.000	0.085	0.031	0.055	0.788	0.010	0.020	0.031	0.063	0.055
cuenca	0.081	1.000	0.641	0.000	0.641	0.249	0.315	0.000	0.006	0.003	0.000	0.120	0.063	0.068	0.006	0.818	0.128	0.306	0.100	0.044	0.256	0.041	0.340	0.208
empresa	0.130	0.641	1.000	0.003	1.000	0.409	1.000	0.000	0.159	0.359	0.003	0.089	0.069	0.107	0.000	0.669	0.171	0.536	0.139	0.100	0.250	0.129	0.324	0.268
fecha_data	0.000	0.000	0.003	1.000	0.003	0.002	0.000	0.002	0.007	0.008	1.000	0.005	0.001	0.001	0.000	0.000	0.003	0.026	0.000	0.074	0.008	0.018	0.005	0.000
idempresa	0.130	0.641	1.000	0.003	1.000	0.409	1.000	0.000	0.159	0.359	0.003	0.089	0.069	0.107	0.000	0.669	0.171	0.536	0.139	0.100	0.250	0.129	0.324	0.268
idpozo	0.090	0.249	0.409	0.002	0.409	1.000	-0.077	-0.003	0.021	-0.010	0.018	-0.105	0.274	0.185	0.254	0.235	0.163	0.232	0.084	-0.044	0.268	0.036	0.160	0.108
idusuario	0.084	0.315	1.000	0.000	1.000	-0.077	1.000	0.005	0.012	0.017	0.002	0.135	0.010	0.095	0.212	0.278	0.103	0.483	0.065	0.081	0.118	0.064	0.219	0.150
iny_agua	0.000	0.000	0.000	0.002	0.000	-0.003	0.005	1.000	-0.000	-0.000	0.001	-0.022	0.017	-0.024	0.013	0.000	0.000	1.000	0.000	-0.003	0.000	0.227	0.058	0.387
iny_gas	0.000	0.006	0.159	0.007	0.159	0.021	0.012	-0.000	1.000	-0.000	0.007	0.002	0.025	0.026	0.025	0.005	0.000	0.027	0.000	0.004	0.020	0.000	0.019	0.000
iny_otro	0.006	0.003	0.359	0.008	0.359	-0.010	0.017	-0.000	-0.000	1.000	-0.006	-0.015	0.004	-0.015	-0.011	0.004	0.000	1.000	0.009	-0.014	0.000	0.000	0.007	0.007
mes	0.000	0.000	0.003	1.000	0.003	0.018	0.002	0.001	0.007	-0.006	1.000	-0.006	-0.006	-0.009	0.010	0.000	0.003	0.026	0.000	-0.011	0.008	0.018	0.005	0.000
prod_agua	0.022	0.120	0.089	0.005	0.089	-0.105	0.135	-0.022	0.002	-0.015	-0.006	1.000	-0.285	0.498	-0.105	0.090	0.056	0.104	0.023	0.087	0.060	0.000	0.218	0.067
prod_gas	0.000	0.063	0.069	0.001	0.069	0.274	0.010	0.017	0.025	0.004	-0.006	-0.285	1.000	0.004	0.368	0.217	0.004	0.122	0.013	-0.020	0.075	0.000	0.078	0.072
prod_pet	0.007	0.068	0.107	0.001	0.107	0.185	0.095	-0.024	0.026	-0.015	-0.009	0.498	0.004	1.000	0.110	0.069	0.020	0.277	0.010	0.145	0.174	0.005	0.085	0.016
profundidad	0.000	0.006	0.000	0.000	0.000	0.254	0.212	0.013	0.025	-0.011	0.010	-0.105	0.368	0.110	1.000	0.024	0.000	0.019	0.000	-0.044	0.016	0.000	0.013	0.014
provincia	0.085	0.818	0.669	0.000	0.669	0.235	0.278	0.000	0.005	0.004	0.000	0.090	0.217	0.069	0.024	1.000	0.187	0.449	0.080	0.053	0.340	0.035	0.271	0.239
proyecto	0.031	0.128	0.171	0.003	0.171	0.163	0.103	0.000	0.000	0.000	0.003	0.056	0.004	0.020	0.000	0.187	1.000	0.552	0.046	0.025	0.288	0.005	0.293	0.317
sub_tipo_recurso	0.055	0.306	0.536	0.026	0.536	0.232	0.483	1.000	0.027	1.000	0.026	0.104	0.122	0.277	0.019	0.449	0.552	1.000	0.148	0.055	1.000	0.071	0.250	0.728
subclasificacion	0.788	0.100	0.139	0.000	0.139	0.084	0.065	0.000	0.000	0.009	0.000	0.023	0.013	0.010	0.000	0.080	0.046	0.148	1.000	0.010	0.048	0.018	0.042	0.064
tef	0.010	0.044	0.100	0.074	0.100	-0.044	0.081	-0.003	0.004	-0.014	-0.011	0.087	-0.020	0.145	-0.044	0.053	0.025	0.055	0.010	1.000	0.048	0.070	0.055	0.062
tipo_de_recurso	0.020	0.256	0.250	0.008	0.250	0.268	0.118	0.000	0.020	0.000	0.008	0.060	0.075	0.174	0.016	0.340	0.288	1.000	0.048	0.048	1.000	0.011	0.438	0.242
tipoestado	0.031	0.041	0.129	0.018	0.129	0.036	0.064	0.227	0.000	0.000	0.018	0.000	0.000	0.005	0.000	0.035	0.005	0.071	0.018	0.070	0.011	1.000	0.056	0.417
tipoextraccion	0.063	0.340	0.324	0.005	0.324	0.160	0.219	0.058	0.019	0.007	0.005	0.218	0.078	0.085	0.013	0.271	0.293	0.250	0.042	0.055	0.438	0.056	1.000	0.402
tipopozo	0.055	0.208	0.268	0.000	0.268	0.108	0.150	0.387	0.000	0.007	0.000	0.067	0.072	0.016	0.014	0.239	0.317	0.728	0.064	0.062	0.242	0.417	0.402	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	idempresa	anio	mes	idpozo	prod_pet	prod_gas	prod_agua	tef	vida_util	tipoextraccion	tipoestado	tipopozo	observaciones	fechaingreso	rectificado	habilitado	idusuario	empresa	sigla	formprod	profundidad	formacion	idareapermisoconcesion	areapermisoconcesion	idareayacimiento	areayacimiento	cuenca	provincia	tipo_de_recurso	proyecto	clasificacion	subclasificacion	sub_tipo_recurso	fecha_data
0	YPF	2024	1	162223	3.08	1.23	2.46	30.65	NaN	Bombeo Mecánico	Extracción Efectiva	Petrolífero	NaN	2024-02-16 17:45:24.72974	f	t	334	YPF S.A.	YPF.SC.ECh-283	TOBI	2115.0	tobífera	YAT	CAÑADON YATEL	Z157	ESTANCIA CHOLITA	GOLFO SAN JORGE	Santa Cruz	CONVENCIONAL	Sin Proyecto	EXPLOTACION	DESARROLLO	NaN	2024-01-31
1	YPF	2024	1	162222	169.32	67.87	135.19	30.65	NaN	Bombeo Mecánico	Extracción Efectiva	Petrolífero	NaN	2024-02-16 17:45:24.72974	f	t	334	YPF S.A.	YPF.SC.ECh-283	POD1	2115.0	pozo d-129	YAT	CAÑADON YATEL	Z157	ESTANCIA CHOLITA	GOLFO SAN JORGE	Santa Cruz	CONVENCIONAL	Sin Proyecto	EXPLOTACION	DESARROLLO	NaN	2024-01-31
2	YPF	2024	1	162221	135.46	54.30	108.16	30.65	NaN	Bombeo Mecánico	Extracción Efectiva	Petrolífero	NaN	2024-02-16 17:45:24.72974	f	t	334	YPF S.A.	YPF.SC.ECh-283	CAST	2115.0	castillo	YAT	CAÑADON YATEL	Z157	ESTANCIA CHOLITA	GOLFO SAN JORGE	Santa Cruz	CONVENCIONAL	Sin Proyecto	EXPLOTACION	DESARROLLO	NaN	2024-01-31
3	YPF	2024	1	162220	64.40	1.72	132.79	30.88	NaN	Bombeo Mecánico	Extracción Efectiva	Petrolífero	NaN	2024-02-16 17:45:24.72974	f	t	334	YPF S.A.	YPF.SC.CL-2397	POD1	2477.0	pozo d-129	CLM	CAÑADON LEON - MESETA ESPINOSA	CLEO	CAÑADON LEON	GOLFO SAN JORGE	Santa Cruz	CONVENCIONAL	Sin Proyecto	EXPLOTACION	DESARROLLO	NaN	2024-01-31
4	YPF	2024	1	162188	257.57	5.77	629.95	30.91	NaN	Cavidad Progresiva	Extracción Efectiva	Petrolífero	NaN	2024-02-16 17:45:24.72974	f	t	334	YPF S.A.	YPF.Ch.EA-995	GCHU	1745.0	grupo chubut	BEH	MANANTIALES BEHR	BEH	MANANTIALES BEHR	GOLFO SAN JORGE	Chubut	CONVENCIONAL	Sin Proyecto	EXPLOTACION	DESARROLLO	NaN	2024-01-31
5	YPF	2024	1	162141	10.03	0.00	1186.95	24.26	NaN	Bombeo Mecánico	Extracción Efectiva	Petrolífero	NaN	2024-02-16 17:45:24.72974	f	t	334	YPF S.A.	YPF.SC.CnE-1418	CAST	0.0	castillo	ESC	CAÑADON DE LA ESCONDIDA - LAS HERAS	Z071	CAÑADON DE LA ESCONDIDA	GOLFO SAN JORGE	Santa Cruz	CONVENCIONAL	Sin Proyecto	EXPLOTACION	DESARROLLO	NaN	2024-01-31
6	YPF	2024	1	162140	6.69	0.00	791.30	24.26	NaN	Bombeo Mecánico	Extracción Efectiva	Petrolífero	NaN	2024-02-16 17:45:24.72974	f	t	334	YPF S.A.	YPF.SC.CnE-1418	BBAR	0.0	bajo barreal	ESC	CAÑADON DE LA ESCONDIDA - LAS HERAS	Z071	CAÑADON DE LA ESCONDIDA	GOLFO SAN JORGE	Santa Cruz	CONVENCIONAL	Sin Proyecto	EXPLOTACION	DESARROLLO	NaN	2024-01-31
7	YPF	2024	1	162138	41.71	16.09	484.46	29.90	NaN	Bombeo Mecánico	Extracción Efectiva	Petrolífero	NaN	2024-02-16 17:45:24.72974	f	t	334	YPF S.A.	YPF.SC.CS-2286(d)	CSEC	2116.0	cañadon seco	CLM	CAÑADON LEON - MESETA ESPINOSA	CSEC	CAÑADON SECO	GOLFO SAN JORGE	Santa Cruz	CONVENCIONAL	Sin Proyecto	EXPLOTACION	DESARROLLO	NaN	2024-01-31
8	YPF	2024	1	162137	149.74	12.99	737.38	30.94	NaN	Bombeo Mecánico	Extracción Efectiva	Petrolífero	NaN	2024-02-16 17:45:24.72974	f	t	334	YPF S.A.	YPF.SC.CS-2273	CSEC	2179.0	cañadon seco	CLM	CAÑADON LEON - MESETA ESPINOSA	CSEC	CAÑADON SECO	GOLFO SAN JORGE	Santa Cruz	CONVENCIONAL	Sin Proyecto	EXPLOTACION	DESARROLLO	NaN	2024-01-31
9	YPF	2024	1	162135	512.06	79.46	44.45	30.02	NaN	Bombeo Mecánico	Extracción Efectiva	Petrolífero	NaN	2024-02-16 17:45:24.72974	f	t	334	YPF S.A.	YPF.Ch.M.a-763	GCHU	2130.0	grupo chubut	BEH	MANANTIALES BEHR	BEH	MANANTIALES BEHR	GOLFO SAN JORGE	Chubut	CONVENCIONAL	Sin Proyecto	EXPLOTACION	AVANZADA	NaN	2024-01-31

	idempresa	anio	mes	idpozo	prod_pet	prod_gas	prod_agua	tef	vida_util	tipoextraccion	tipoestado	tipopozo	observaciones	fechaingreso	rectificado	habilitado	idusuario	empresa	sigla	formprod	profundidad	formacion	idareapermisoconcesion	areapermisoconcesion	idareayacimiento	areayacimiento	cuenca	provincia	tipo_de_recurso	proyecto	clasificacion	subclasificacion	sub_tipo_recurso	fecha_data
228697	ACO	2024	9	8113	52.473269	19.053963	405.380778	30.000000	NaN	Bombeo Mecánico	Extracción Efectiva	Petrolífero	ACO	2024-10-10 19:23:14.255711	f	t	459	Petrolera Aconcagua Energia S.A.	PPC.RN.PB-130	TORD	2476.0	tordillo	ELO	ENTRE LOMAS	PBL	PIEDRAS BLANCAS	NEUQUINA	Rio Negro	CONVENCIONAL	Sin Proyecto	EXPLOTACION	DESARROLLO	NaN	2024-09-30
228698	ACO	2024	9	8161	30.354063	6.425669	813.441606	29.995833	NaN	Bombeo Mecánico	Parado Transitoriamente	Petrolífero	ACO	2024-10-10 19:23:14.255711	f	t	459	Petrolera Aconcagua Energia S.A.	PEL.RN.PB-136	PROS	2387.0	punta rosada	ELO	ENTRE LOMAS	PBL	PIEDRAS BLANCAS	NEUQUINA	Rio Negro	CONVENCIONAL	Sin Proyecto	EXPLOTACION	DESARROLLO	NaN	2024-09-30
228699	ACO	2024	9	134600	31.361043	26.378602	732.958016	29.795833	NaN	Bombeo Mecánico	Parado Transitoriamente	Petrolífero	ACO	2024-10-10 19:23:14.255711	f	t	459	Petrolera Aconcagua Energia S.A.	PEL.RN.PB-200	TORD	2425.0	tordillo	ELO	ENTRE LOMAS	PBL	PIEDRAS BLANCAS	NEUQUINA	Rio Negro	CONVENCIONAL	Sin Proyecto	EXPLOTACION	DESARROLLO	NaN	2024-09-30
228700	ACO	2024	9	8171	137.952339	13.438773	750.231683	29.120833	NaN	Bombeo Mecánico	Extracción Efectiva	Petrolífero	ACO	2024-10-10 19:23:14.255711	f	t	459	Petrolera Aconcagua Energia S.A.	PEL.RN.PB-146	PROS	2340.0	punta rosada	ELO	ENTRE LOMAS	PBL	PIEDRAS BLANCAS	NEUQUINA	Rio Negro	CONVENCIONAL	Sin Proyecto	EXPLOTACION	DESARROLLO	NaN	2024-09-30
228701	ACO	2024	9	8179	14.849730	149.420915	36.009688	26.579167	NaN	Surgencia Natural	Extracción Efectiva	Gasífero	ACO	2024-10-10 19:23:14.255711	f	t	459	Petrolera Aconcagua Energia S.A.	PEL.RN.PB.xp-154	TORD	2910.0	tordillo	ELO	ENTRE LOMAS	PBL	PIEDRAS BLANCAS	NEUQUINA	Rio Negro	CONVENCIONAL	Sin Proyecto	EXPLORACION	EXPLORATORIO PROFUNDO	NaN	2024-09-30
228702	ACO	2024	9	119694	8.428210	4.405380	188.966374	24.804167	NaN	Bombeo Mecánico	Extracción Efectiva	Petrolífero	ACO	2024-10-10 19:23:14.255711	f	t	459	Petrolera Aconcagua Energia S.A.	PEL.RN.PB-161	TORD	2343.0	tordillo	ELO	ENTRE LOMAS	PBL	PIEDRAS BLANCAS	NEUQUINA	Rio Negro	CONVENCIONAL	Sin Proyecto	EXPLOTACION	DESARROLLO	NaN	2024-09-30
228703	ACO	2024	9	134830	26.733514	7.585951	728.057762	30.000000	NaN	Bombeo Mecánico	Extracción Efectiva	Petrolífero	ACO	2024-10-10 19:23:14.255711	f	t	459	Petrolera Aconcagua Energia S.A.	PEL.RN.PB-199	QTUC	2450.0	quintuco	ELO	ENTRE LOMAS	PBL	PIEDRAS BLANCAS	NEUQUINA	Rio Negro	CONVENCIONAL	Sin Proyecto	EXPLOTACION	DESARROLLO	NaN	2024-09-30
228704	ACO	2024	9	127328	15.094223	12.966460	97.647653	30.000000	NaN	Bombeo Mecánico	Extracción Efectiva	Petrolífero	ACO	2024-10-10 19:23:14.255711	f	t	459	Petrolera Aconcagua Energia S.A.	PEL.RN.PB-176	QTUC	2463.0	quintuco	ELO	ENTRE LOMAS	PBL	PIEDRAS BLANCAS	NEUQUINA	Rio Negro	CONVENCIONAL	Sin Proyecto	EXPLOTACION	DESARROLLO	NaN	2024-09-30
228705	ACO	2024	9	129572	5.449620	2.988729	170.523578	6.541667	NaN	Bombeo Mecánico	Extracción Efectiva	Petrolífero	ACO	2024-10-10 19:23:14.255711	f	t	459	Petrolera Aconcagua Energia S.A.	PEL.RN.PB-183	TORD	2345.0	tordillo	ELO	ENTRE LOMAS	PBL	PIEDRAS BLANCAS	NEUQUINA	Rio Negro	CONVENCIONAL	Sin Proyecto	EXPLOTACION	DESARROLLO	NaN	2024-09-30
228706	ACO	2024	9	133561	41.029887	13.334486	1224.160223	16.479167	NaN	Bombeo Mecánico	Extracción Efectiva	Petrolífero	ACO	2024-10-10 19:23:14.255711	f	t	459	Petrolera Aconcagua Energia S.A.	PEL.RN.PB-197	TORD	2450.0	tordillo	ELO	ENTRE LOMAS	PBL	PIEDRAS BLANCAS	NEUQUINA	Rio Negro	CONVENCIONAL	Sin Proyecto	EXPLOTACION	DESARROLLO	NaN	2024-09-30

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)